diff --git a/data/chapters_meetup.json b/data/chapters_meetup.json
index 2e5e4dc..3bb619e 100644
--- a/data/chapters_meetup.json
+++ b/data/chapters_meetup.json
@@ -18,7 +18,7 @@
     "country_acronym": "al",
     "state": "",
     "city": "Tiranë",
-    "members": 36,
+    "members": 38,
     "lat": 41.33,
     "lon": 19.82,
     "timezone": "Europe/Tirane"
@@ -918,7 +918,7 @@
     "country_acronym": "ng",
     "state": "",
     "city": "Abuja",
-    "members": 1680,
+    "members": 1682,
     "lat": 9.18,
     "lon": 7.17,
     "timezone": "Africa/Lagos"
@@ -1554,7 +1554,7 @@
     "country_acronym": "ar",
     "state": "",
     "city": "Buenos Aires",
-    "members": 1682,
+    "members": 1683,
     "lat": -34.61,
     "lon": -58.37,
     "timezone": "America/Argentina/Buenos_Aires"
@@ -1818,7 +1818,7 @@
     "country_acronym": "us",
     "state": "PA",
     "city": "Philadelphia",
-    "members": 2504,
+    "members": 2505,
     "lat": 40.12,
     "lon": -75.01,
     "timezone": "America/New_York"
@@ -2322,7 +2322,7 @@
     "country_acronym": "gb",
     "state": "U8",
     "city": "Edinburgh",
-    "members": 841,
+    "members": 842,
     "lat": 55.95,
     "lon": -3.22,
     "timezone": "Europe/London"
@@ -2490,7 +2490,7 @@
     "country_acronym": "us",
     "state": "DC",
     "city": "Washington",
-    "members": 3034,
+    "members": 3035,
     "lat": 38.91,
     "lon": -77.02,
     "timezone": "America/New_York"
@@ -2526,7 +2526,7 @@
     "country_acronym": "cl",
     "state": "",
     "city": "Valparaíso",
-    "members": 563,
+    "members": 564,
     "lat": -33.04,
     "lon": -71.64,
     "timezone": "America/Santiago"
diff --git a/data/events.json b/data/events.json
index d3a5bce..7478c98 100644
--- a/data/events.json
+++ b/data/events.json
@@ -73,7 +73,7 @@
     "id": "304939195",
     "group_urlname": "rladies-buenos-aires",
     "title": "R en Red: ARcenso, Oportunidades y Comunidad",
-    "body": "<h6 class='entry-title mt-2' style='font-size: 1.5em !important';>R en Red: ARcenso, Oportunidades y Comunidad<\/h6><p><i class='fa fa-users'><\/i>&emsp;23<\/p><p class='text-truncate'>**¡R-Ladies Buenos Aires junto a R en Buenos Aires te invitan a su última actividad del año!** Cerramos el año celebrando lo logrado en comunidad con dos paneles espectaculares:\n\n* **ARcenso:** [Andrea Gomez Vargas](https://soyandrea.netlify.app/) y Emanuel Ciardullo nos estarán presentando avances y primeros pasos en su experiencia desarrollando el paquete [ARcenso](https://soyandrea.github.io/arcenso/) para la gestión de datos de los censos nacionales de población como parte del programa de campeones y campeonas del software de rOpenSci.\n* **Oportunidades y Comunidad:** [María Nanton](https://rladiesba.netlify.app/author/maria-nanton/), [Jesica Formoso](https://rladiesba.netlify.app/author/jesica-formoso/) y [Betsy Cohen](https://rladiesba.netlify.app/author/betsabe-cohen/) de R-Ladies BA nos van a presentar diferentes experiencias y oportunidades de becas, conferencias y experiencias de trabajo dentro de la comunidad de R a nivel local como internacional.\n\n**Además estaremos sorteando algunos regalos y stickers ✨**\n\n⚠️ **Importante**: Los espacios son limitados, por lo que si te anotaste pero no vas a poder asistir, **te pedimos que nos avises con tiempo** para que otra persona pueda participar. ¡Queremos asegurarnos de que todos puedan disfrutar de esta actividad! 🙌<\/p><center><a href='https://www.meetup.com/rladies-buenos-aires/events/304939195' target='_blank'><button class='btn btn-primary'>Event page<\/button><\/center><\/a>",
+    "body": "<h6 class='entry-title mt-2' style='font-size: 1.5em !important';>R en Red: ARcenso, Oportunidades y Comunidad<\/h6><p><i class='fa fa-users'><\/i>&emsp;26<\/p><p class='text-truncate'>**¡R-Ladies Buenos Aires junto a R en Buenos Aires te invitan a su última actividad del año!** Cerramos el año celebrando lo logrado en comunidad con dos paneles espectaculares:\n\n* **ARcenso:** [Andrea Gomez Vargas](https://soyandrea.netlify.app/) y Emanuel Ciardullo nos estarán presentando avances y primeros pasos en su experiencia desarrollando el paquete [ARcenso](https://soyandrea.github.io/arcenso/) para la gestión de datos de los censos nacionales de población como parte del programa de campeones y campeonas del software de rOpenSci.\n* **Oportunidades y Comunidad:** [María Nanton](https://rladiesba.netlify.app/author/maria-nanton/), [Jesica Formoso](https://rladiesba.netlify.app/author/jesica-formoso/) y [Betsy Cohen](https://rladiesba.netlify.app/author/betsabe-cohen/) de R-Ladies BA nos van a presentar diferentes experiencias y oportunidades de becas, conferencias y experiencias de trabajo dentro de la comunidad de R a nivel local como internacional.\n\n**Además estaremos sorteando algunos regalos y stickers ✨**\n\n⚠️ **Importante**: Los espacios son limitados, por lo que si te anotaste pero no vas a poder asistir, **te pedimos que nos avises con tiempo** para que otra persona pueda participar. ¡Queremos asegurarnos de que todos puedan disfrutar de esta actividad! 🙌<\/p><center><a href='https://www.meetup.com/rladies-buenos-aires/events/304939195' target='_blank'><button class='btn btn-primary'>Event page<\/button><\/center><\/a>",
     "start": "2024-12-20 18:00:03",
     "end": "2024-12-20 20:30:03",
     "date": "2024-12-20",
@@ -87,7 +87,7 @@
     "id": "304887881",
     "group_urlname": "rladies-tirane",
     "title": "So you want to become a Data Scientist?",
-    "body": "<h6 class='entry-title mt-2' style='font-size: 1.5em !important';>So you want to become a Data Scientist?<\/h6><p><i class='fa fa-users'><\/i>&emsp;15<\/p><p class='text-truncate'>🌟Two of our amazing R Ladies organizers will be presenting at the **DAIT-DATA and AI Tirana Meetup Webinar** on **December 19**! 🌟\nThis is a fantastic opportunity to hear from our community members as they share their insights and expertise on topics: probability, statistics and optimization.\nWe’re thrilled to see our R Ladies team speaking at this event and can’t wait for you to join us!\nAs we continue to grow and collaborate, this event marks another step in our journey as a community.\n\nWe’d love for you to be a part of it!\n\n🔗 **Register now**: https://events.teams.microsoft.com/event/cc58dbfa-548a-4c2c-8e0d-0f1371616530@376549c2-f704-493c-bbd3-70aae3a3daad/registration\n\nLet’s come together and support our R Ladies speakers!<\/p><center><a href='https://www.meetup.com/rladies-tirane/events/304887881' target='_blank'><button class='btn btn-primary'>Event page<\/button><\/center><\/a>",
+    "body": "<h6 class='entry-title mt-2' style='font-size: 1.5em !important';>So you want to become a Data Scientist?<\/h6><p><i class='fa fa-users'><\/i>&emsp;16<\/p><p class='text-truncate'>🌟Two of our amazing R Ladies organizers will be presenting at the **DAIT-DATA and AI Tirana Meetup Webinar** on **December 19**! 🌟\nThis is a fantastic opportunity to hear from our community members as they share their insights and expertise on topics: probability, statistics and optimization.\nWe’re thrilled to see our R Ladies team speaking at this event and can’t wait for you to join us!\nAs we continue to grow and collaborate, this event marks another step in our journey as a community.\n\nWe’d love for you to be a part of it!\n\n🔗 **Register now**: https://events.teams.microsoft.com/event/cc58dbfa-548a-4c2c-8e0d-0f1371616530@376549c2-f704-493c-bbd3-70aae3a3daad/registration\n\nLet’s come together and support our R Ladies speakers!<\/p><center><a href='https://www.meetup.com/rladies-tirane/events/304887881' target='_blank'><button class='btn btn-primary'>Event page<\/button><\/center><\/a>",
     "start": "2024-12-19 18:00:01",
     "end": "2024-12-19 20:00:01",
     "date": "2024-12-19",
@@ -127,7 +127,7 @@
     "id": "304199663",
     "group_urlname": "rladies-philly",
     "title": "Lunch & Learn: An Introduction to Survival Analysis in R",
-    "body": "<h6 class='entry-title mt-2' style='font-size: 1.5em !important';>Lunch & Learn: An Introduction to Survival Analysis in R<\/h6><p><i class='fa fa-users'><\/i>&emsp;102<\/p><p class='text-truncate'>This talk will provide a general introduction to survival analysis in R. After introducing the concept of and need for survival analysis methods, we will first discuss how to format a dataset properly to conduct a survival analysis, including working with dates, calculating date differences, and coding events and censoring. Then, we will learn how to perform basic survival analyses in R including plotting Kaplan-Meier curves and fitting Cox regression models. We will discuss the proper ways to interpret the results, and some of the common ways survival analysis results are mis-interpreted.<\/p><center><a href='https://www.meetup.com/rladies-philly/events/304199663' target='_blank'><button class='btn btn-primary'>Event page<\/button><\/center><\/a>",
+    "body": "<h6 class='entry-title mt-2' style='font-size: 1.5em !important';>Lunch & Learn: An Introduction to Survival Analysis in R<\/h6><p><i class='fa fa-users'><\/i>&emsp;104<\/p><p class='text-truncate'>This talk will provide a general introduction to survival analysis in R. After introducing the concept of and need for survival analysis methods, we will first discuss how to format a dataset properly to conduct a survival analysis, including working with dates, calculating date differences, and coding events and censoring. Then, we will learn how to perform basic survival analyses in R including plotting Kaplan-Meier curves and fitting Cox regression models. We will discuss the proper ways to interpret the results, and some of the common ways survival analysis results are mis-interpreted.<\/p><center><a href='https://www.meetup.com/rladies-philly/events/304199663' target='_blank'><button class='btn btn-primary'>Event page<\/button><\/center><\/a>",
     "start": "2024-12-17 12:00:05",
     "end": "2024-12-17 13:00:05",
     "date": "2024-12-17",
diff --git a/data/events_updated.json b/data/events_updated.json
index e9912ad..49a097e 100644
--- a/data/events_updated.json
+++ b/data/events_updated.json
@@ -1,6 +1,6 @@
 [
   {
-    "date": "2024-12-13 12:13:37",
+    "date": "2024-12-14 00:36:47",
     "n_events_past": 3943
   }
 ]